ReviewJournal of the International AIDS Society2022
Measuring patient engagement with HIV care in sub-Saharan Africa: a scoping study.
Review in Journal of the International AIDS Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review and meta-analysis of retention and disengagement after initiation on antiretroviral therapy in low- and middle-income countries after the introduction of Universal Test and Treat policies.Journal of the International AIDS Society · 2025Pooled it
- Aligning definitions with realities: a qualitative study on the complexities of measuring retention in HIV care in the global context.BMJ open · 2026Article
- Navigating the HIV continuum of care from treatment to retention strategies in Carnot, Central African Republic: a sequential explanatory mixed-methods study.BMJ global health · 2026Article
- Who does tracing work for? Characteristics of clients successfully re-engaged in ART care in sub-Saharan Africa after a tracing intervention: A systematic review.PLOS global public health · 2026Article
- Engagement trajectories and multilevel influences on retention among adult males with advanced HIV disease in Eswatini: a mixed-methods study.Frontiers in public health · 2026Article
- Observational
- Retention in a low-resource, high-burden South African cohort on antiretroviral therapy: Retrospective, longitudinal analysis comparing six measures of retention.Journal of the International AIDS Society · 2025Article
- How much does it cost to retain clients on antiretroviral treatment for one year in a large, public clinic? Routine financial costs of retention interventions at Lighthouse Trust in Lilongwe, Malawi.BMC research notes · 2025Article
- Gaps in hypertension and diabetes treatment among people living with and without HIV: Findings from a prospective cohort study in Kenya, Nigeria, Tanzania, and Uganda, 2013-2023.PLOS global public health · 2025Article
- Triaging Clients at Risk of Disengagement from HIV Care: Application of a Predictive Model to Clinical Trial Data in South Africa.Risk management and healthcare policy · 2025Article
- What's in Your Dataset? Measuring Engagement in HIV Care Using Routinely Administered Items with a Population Disproportionately Burdened by HIV.AIDS and behavior · 2024Article
- Supporting re-engagement with HIV services after treatment interruption in South Africa: a mixed method program evaluation of MSF's Welcome Service.Scientific reports · 2024Article
- Comparing a point-of-care urine tenofovir lateral flow assay to self-reported adherence and their associations with viral load suppression among adults on antiretroviral therapy.Tropical medicine & international health : TM & IH · 2024Article
- Coping strategies, challenges and potential interventions among adult patients with HIV and mental illness comorbidity in southwestern Uganda.Global public health · 2024Article
- Statistical methods applied for the assessment of the HIV cascade and continuum of care: a systematic scoping review.BMJ open · 2023Article
- The Brief Human Immunodeficiency Virus (HIV) Index: A Rapid 3-Item Scale to Measure Engagement in HIV Care.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2023Article
- Conceptualising engagement with HIV care for people on treatment: the Indicators of HIV Care and AntiRetroviral Engagement (InCARE) Framework.BMC health services research · 2023Review
- Challenges and barriers to HIV care engagement and care cascade: viewpoint.Frontiers in reproductive health · 2023Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionEngagement with HIV care is a multi-dimensional, dynamic process, critical to maintaining successful treatment outcomes. However, measures of engagement are not standardized nor comprehensive. This undermines our understanding of the scope of challenges with engagement and whether interventions have an impact, complicating patient and programme-level decision-making. This study identified and characterized measures of engagement to support more consistent and comprehensive evaluation.
methodsWe conducted a scoping study to systematically categorize measures the health system could use to evaluate engagement with HIV care for those on antiretroviral treatment. Key terms were used to search literature databases (Embase, PsychINFO, Ovid Global-Health, PubMed, Scopus, CINAHL, Cochrane and the World Health Organization Index Medicus), Google Scholar and stakeholder-identified manuscripts, ultimately including English evidence published from sub-Saharan Africa from 2014 to 2021. Measures were extracted, organized, then reviewed with key stakeholders. RESULTS AND DISCUSSION: We screened 14,885 titles/abstracts, included 118 full-texts and identified 110 measures of engagement, categorized into three engagement dimensions ("retention," "adherence" and "active self-management"), a combination category ("multi-dimensional engagement") and "treatment outcomes" category (e.g. viral load as an end-result reflecting that engagement occurred). Retention reflected status in care, continuity of attendance and visit timing. Adherence was assessed by a variety of measures categorized into primary (prescription not filled) and secondary measures (medication not taken as directed). Active self-management reflected involvement in care and self-management. Three overarching use cases were identified: research to make recommendations, routine monitoring for quality improvement and strategic decision-making and assessment of individual patients.
conclusionsHeterogeneity in conceptualizing engagement with HIV care is reflected by the broad range of measures identified and the lack of consensus on "gold-standard" indicators. This review organized metrics into five categories based on the dimensions of engagement; further work could identify a standardized, minimum set of measures useful for comprehensive evaluation of engagement for different use cases. In the interim, measurement of engagement could be advanced through the assessment of multiple categories for a more thorough evaluation, conducting sensitivity analyses with commonly used measures for more comparable outputs and using longitudinal measures to evaluate engagement patterns. This could improve research, programme evaluation and nuanced assessment of individual patient engagement in HIV care.
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